Guides

Reference documentation explains how each feature works. The guides show how to combine features into complete workflows. They are written for analysts, data engineers, and administrators who know the Mammoth basics and want to build something specific.

Where to start

• You want to see one task done, start to finish: watch a How-to.
• You have a business outcome in mind: start with Use cases.
• You want to connect two specific tools or set up a connection: go to Integrations.
• You are building complex pipelines or running Mammoth for several teams: read Advanced patterns.
• You are moving from another tool: see the Migration guides.

Sections in this guide collection

• How-to: Short walkthroughs with a video, each showing one task from start to finish.
• Use cases: Outcome-focused workflows for sales reporting, financial consolidation, customer segmentation, data quality monitoring, dashboards, and batch processing.
• Integrations: Walkthroughs for specific tool pairings, such as Salesforce to Tableau and Salesforce to a data warehouse, and the SharePoint client credentials setup.
• Advanced patterns: Guides on enterprise architecture, data validation, incremental processing, multi-source joins, custom transforms, dataset lifecycle, AI-powered workflows, and API workflows.